{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "警告：黄金价格数据在定投周期中存在缺失值，进行填充\n",
      "MA7年化收益率: 36.22%\n",
      "MA30年化收益率: 33.03%\n",
      "MA60年化收益率: 29.66%\n",
      "MA120年化收益率: 16.12%\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\liangcheng\\AppData\\Local\\Temp\\ipykernel_9448\\1588962308.py:35: FutureWarning: DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.\n",
      "  gold_df_resampled.fillna(method='ffill', inplace=True)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.dates as mdates\n",
    "\n",
    "# 参数设定\n",
    "start_date = \"2020-01-01\"  # 定投开始日期\n",
    "weekly_investment = 1000  # 每周定投金额 1000 元\n",
    "investment_freq = 'W'  # 定投周期（'W'表示每周）\n",
    "initial_funds = 50000  # 初始资金 5 万元\n",
    "end_date = pd.Timestamp.today().strftime('%Y-%m-%d')  # 结束日期为当前日期\n",
    "\n",
    "# 获取黄金价格数据\n",
    "gold_df = ak.futures_main_sina(symbol=\"AU0\", start_date=start_date, end_date=end_date)\n",
    "\n",
    "# 处理时间格式\n",
    "gold_df['日期'] = pd.to_datetime(gold_df['日期'])\n",
    "gold_df.set_index('日期', inplace=True)\n",
    "\n",
    "# 检查是否有缺失值并填充\n",
    "if gold_df.isnull().any().any():\n",
    "    print(\"警告：黄金价格数据存在缺失值，进行填充\")\n",
    "    gold_df.fillna(method='ffill', inplace=True)  # 前向填充缺失值\n",
    "\n",
    "# 生成定投日期\n",
    "investment_dates = pd.date_range(start=start_date, end=end_date, freq=investment_freq)\n",
    "\n",
    "# 取定投周期的黄金收盘价\n",
    "gold_df_resampled = gold_df.resample(investment_freq).last()  # 取定投周期最后一个交易日的价格\n",
    "gold_df_resampled = gold_df_resampled.reindex(investment_dates, method='ffill')  # 对齐投资日期并填充价格\n",
    "\n",
    "# 检查是否有缺失值并填充\n",
    "if gold_df_resampled.isnull().any().any():\n",
    "    print(\"警告：黄金价格数据在定投周期中存在缺失值，进行填充\")\n",
    "    gold_df_resampled.fillna(method='ffill', inplace=True)\n",
    "\n",
    "# 计算7日、30日、60日、120日均线\n",
    "gold_df_resampled['MA7'] = gold_df_resampled['收盘价'].rolling(window=7).mean()\n",
    "gold_df_resampled['MA30'] = gold_df_resampled['收盘价'].rolling(window=30).mean()\n",
    "gold_df_resampled['MA60'] = gold_df_resampled['收盘价'].rolling(window=60).mean()\n",
    "gold_df_resampled['MA120'] = gold_df_resampled['收盘价'].rolling(window=120).mean()\n",
    "\n",
    "# 初始化投资\n",
    "funds_ma7 = initial_funds  # 初始资金\n",
    "funds_ma30 = initial_funds  # 初始资金\n",
    "funds_ma60 = initial_funds  # 初始资金\n",
    "funds_ma120 = initial_funds  # 初始资金\n",
    "\n",
    "total_investment_ma7 = []  # 记录累计投入金额\n",
    "total_investment_ma30 = []  # 记录累计投入金额\n",
    "total_investment_ma60 = []  # 记录累计投入金额\n",
    "total_investment_ma120 = []  # 记录累计投入金额\n",
    "\n",
    "gold_holdings_ma7 = []  # 记录持有的黄金克数\n",
    "gold_holdings_ma30 = []  # 记录持有的黄金克数\n",
    "gold_holdings_ma60 = []  # 记录持有的黄金克数\n",
    "gold_holdings_ma120 = []  # 记录持有的黄金克数\n",
    "\n",
    "gold_value_ma7 = []  # 记录黄金市值\n",
    "gold_value_ma30 = []  # 记录黄金市值\n",
    "gold_value_ma60 = []  # 记录黄金市值\n",
    "gold_value_ma120 = []  # 记录黄金市值\n",
    "\n",
    "dates = []  # 记录有效交易日期\n",
    "\n",
    "# 初始投资，直接用5万块买黄金\n",
    "total_investment_ma7.append(initial_funds)  # 初始投资金额\n",
    "total_investment_ma30.append(initial_funds)\n",
    "total_investment_ma60.append(initial_funds)\n",
    "total_investment_ma120.append(initial_funds)\n",
    "\n",
    "initial_gold_ma7 = initial_funds / gold_df_resampled.iloc[0]['收盘价']  # 初始黄金克数\n",
    "initial_gold_ma30 = initial_funds / gold_df_resampled.iloc[0]['收盘价']\n",
    "initial_gold_ma60 = initial_funds / gold_df_resampled.iloc[0]['收盘价']\n",
    "initial_gold_ma120 = initial_funds / gold_df_resampled.iloc[0]['收盘价']\n",
    "\n",
    "gold_holdings_ma7.append(initial_gold_ma7)\n",
    "gold_holdings_ma30.append(initial_gold_ma30)\n",
    "gold_holdings_ma60.append(initial_gold_ma60)\n",
    "gold_holdings_ma120.append(initial_gold_ma120)\n",
    "\n",
    "gold_value_ma7.append(initial_gold_ma7 * gold_df_resampled.iloc[0]['收盘价'])\n",
    "gold_value_ma30.append(initial_gold_ma30 * gold_df_resampled.iloc[0]['收盘价'])\n",
    "gold_value_ma60.append(initial_gold_ma60 * gold_df_resampled.iloc[0]['收盘价'])\n",
    "gold_value_ma120.append(initial_gold_ma120 * gold_df_resampled.iloc[0]['收盘价'])\n",
    "\n",
    "dates.append(investment_dates[0])\n",
    "\n",
    "# 每周定投，判断是否满足定投条件（低于均线）\n",
    "for date, price, ma7, ma30, ma60, ma120 in zip(investment_dates[1:], \n",
    "                                                gold_df_resampled['收盘价'][1:], \n",
    "                                                gold_df_resampled['MA7'][1:], \n",
    "                                                gold_df_resampled['MA30'][1:], \n",
    "                                                gold_df_resampled['MA60'][1:], \n",
    "                                                gold_df_resampled['MA120'][1:]):\n",
    "    # 根据均线策略判断是否定投\n",
    "    if price < ma7:  # 低于7日均线\n",
    "        gold_purchased_ma7 = weekly_investment / price  # 每周购买的黄金克数\n",
    "        funds_ma7 += weekly_investment  # 增加投资金额\n",
    "        initial_gold_ma7 += gold_purchased_ma7  # 累计持有的黄金克数\n",
    "\n",
    "    if price < ma30:  # 低于30日均线\n",
    "        gold_purchased_ma30 = weekly_investment / price  # 每周购买的黄金克数\n",
    "        funds_ma30 += weekly_investment\n",
    "        initial_gold_ma30 += gold_purchased_ma30\n",
    "\n",
    "    if price < ma60:  # 低于60日均线\n",
    "        gold_purchased_ma60 = weekly_investment / price  # 每周购买的黄金克数\n",
    "        funds_ma60 += weekly_investment\n",
    "        initial_gold_ma60 += gold_purchased_ma60\n",
    "\n",
    "    if price < ma120:  # 低于120日均线\n",
    "        gold_purchased_ma120 = weekly_investment / price  # 每周购买的黄金克数\n",
    "        funds_ma120 += weekly_investment\n",
    "        initial_gold_ma120 += gold_purchased_ma120\n",
    "\n",
    "    # 更新投资记录\n",
    "    total_investment_ma7.append(funds_ma7)\n",
    "    total_investment_ma30.append(funds_ma30)\n",
    "    total_investment_ma60.append(funds_ma60)\n",
    "    total_investment_ma120.append(funds_ma120)\n",
    "\n",
    "    # 更新黄金持有数量\n",
    "    gold_holdings_ma7.append(initial_gold_ma7)\n",
    "    gold_holdings_ma30.append(initial_gold_ma30)\n",
    "    gold_holdings_ma60.append(initial_gold_ma60)\n",
    "    gold_holdings_ma120.append(initial_gold_ma120)\n",
    "\n",
    "    # 更新黄金市值\n",
    "    gold_value_ma7.append(initial_gold_ma7 * price)\n",
    "    gold_value_ma30.append(initial_gold_ma30 * price)\n",
    "    gold_value_ma60.append(initial_gold_ma60 * price)\n",
    "    gold_value_ma120.append(initial_gold_ma120 * price)\n",
    "\n",
    "    dates.append(date)\n",
    "\n",
    "# 转换为 Pandas Series\n",
    "total_investment_ma7 = pd.Series(total_investment_ma7, index=dates)\n",
    "total_investment_ma30 = pd.Series(total_investment_ma30, index=dates)\n",
    "total_investment_ma60 = pd.Series(total_investment_ma60, index=dates)\n",
    "total_investment_ma120 = pd.Series(total_investment_ma120, index=dates)\n",
    "\n",
    "gold_value_ma7 = pd.Series(gold_value_ma7, index=dates)\n",
    "gold_value_ma30 = pd.Series(gold_value_ma30, index=dates)\n",
    "gold_value_ma60 = pd.Series(gold_value_ma60, index=dates)\n",
    "gold_value_ma120 = pd.Series(gold_value_ma120, index=dates)\n",
    "\n",
    "# 计算年化收益率\n",
    "def annualized_return(final_value, initial_value, years):\n",
    "    return (final_value / initial_value) ** (1 / years) - 1\n",
    "\n",
    "# 计算投资年数\n",
    "investment_years = (pd.to_datetime(end_date) - pd.to_datetime(start_date)).days / 365\n",
    "\n",
    "# 计算年化收益率\n",
    "final_value_ma7 = gold_value_ma7.iloc[-1]\n",
    "final_value_ma30 = gold_value_ma30.iloc[-1]\n",
    "final_value_ma60 = gold_value_ma60.iloc[-1]\n",
    "final_value_ma120 = gold_value_ma120.iloc[-1]\n",
    "\n",
    "initial_investment = initial_funds  # 初始投资金额\n",
    "\n",
    "annualized_return_ma7 = annualized_return(final_value_ma7, initial_investment, investment_years)\n",
    "annualized_return_ma30 = annualized_return(final_value_ma30, initial_investment, investment_years)\n",
    "annualized_return_ma60 = annualized_return(final_value_ma60, initial_investment, investment_years)\n",
    "annualized_return_ma120 = annualized_return(final_value_ma120, initial_investment, investment_years)\n",
    "\n",
    "# 打印年化收益率\n",
    "print(f\"MA7年化收益率: {annualized_return_ma7 * 100:.2f}%\")\n",
    "print(f\"MA30年化收益率: {annualized_return_ma30 * 100:.2f}%\")\n",
    "print(f\"MA60年化收益率: {annualized_return_ma60 * 100:.2f}%\")\n",
    "print(f\"MA120年化收益率: {annualized_return_ma120 * 100:.2f}%\")\n",
    "\n",
    "# 绘制四条定投曲线与收益曲线\n",
    "fig, ax1 = plt.subplots(figsize=(12, 6))\n",
    "\n",
    "# 黄金价格曲线\n",
    "ax1.plot(gold_df_resampled.index, gold_df_resampled['收盘价'], label='黄金价格（元/克）', color='gold')\n",
    "ax1.set_xlabel('日期')\n",
    "ax1.set_ylabel('黄金价格（元/克）', color='gold')\n",
    "ax1.tick_params(axis='y', labelcolor='gold')\n",
    "\n",
    "# 定投曲线（虚线）\n",
    "ax2 = ax1.twinx()\n",
    "ax2.plot(total_investment_ma7.index, total_investment_ma7, label='MA7定投金额（元）', color='purple', linestyle='--')\n",
    "ax2.plot(total_investment_ma30.index, total_investment_ma30, label='MA30定投金额（元）', color='blue', linestyle='--')\n",
    "ax2.plot(total_investment_ma60.index, total_investment_ma60, label='MA60定投金额（元）', color='green', linestyle='--')\n",
    "ax2.plot(total_investment_ma120.index, total_investment_ma120, label='MA120定投金额（元）', color='red', linestyle='--')\n",
    "\n",
    "# 收益曲线（实线）\n",
    "ax2.plot(gold_value_ma7.index, gold_value_ma7, label='MA7收益曲线（元）', color='purple', linestyle='-')\n",
    "ax2.plot(gold_value_ma30.index, gold_value_ma30, label='MA30收益曲线（元）', color='blue', linestyle='-')\n",
    "ax2.plot(gold_value_ma60.index, gold_value_ma60, label='MA60收益曲线（元）', color='green', linestyle='-')\n",
    "ax2.plot(gold_value_ma120.index, gold_value_ma120, label='MA120收益曲线（元）', color='red', linestyle='-')\n",
    "\n",
    "ax2.set_ylabel('金额（元）')\n",
    "ax2.tick_params(axis='y')\n",
    "\n",
    "# 设置x轴格式\n",
    "ax1.xaxis.set_major_locator(mdates.YearLocator())\n",
    "ax1.xaxis.set_major_formatter(mdates.DateFormatter('%Y-%m'))\n",
    "\n",
    "# 添加图例\n",
    "fig.tight_layout()\n",
    "fig.legend(loc='upper left', bbox_to_anchor=(0.1, 0.9))\n",
    "plt.title(f'黄金定投收益曲线（{start_date} - {end_date}，均线定投，每周定投 1000 元，初始资金 {initial_funds} 元）')\n",
    "plt.grid()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**均线定投策略**是一种基于技术分析的方法，通过观察黄金价格的均线走势来决定定投的金额或时机。其核心逻辑是利用均线（如30日、60日、120日均线等）作为市场趋势的参考，判断黄金价格的相对高低位，从而动态调整定投策略。以下是均线定投策略的具体逻辑：\n",
    "\n",
    "---\n",
    "\n",
    "### **1. 选择均线周期**\n",
    "- 均线周期可以根据投资者的风险偏好和投资周期选择，常见的均线周期包括：\n",
    "  - **短期均线**：如5日、10日、20日均线，适合短期趋势判断。\n",
    "  - **中期均线**：如30日、60日均线，适合中期趋势判断。\n",
    "  - **长期均线**：如120日、200日均线，适合长期趋势判断。\n",
    "\n",
    "---\n",
    "\n",
    "### **2. 确定定投规则**\n",
    "均线定投策略的核心规则是：**根据当前价格与均线的关系，动态调整定投金额**。以下是常见的规则：\n",
    "- **价格低于均线**：增加定投金额（认为黄金处于相对低位，适合加大投入）。\n",
    "- **价格高于均线**：减少定投金额或暂停定投（认为黄金处于相对高位，适合减少投入）。\n",
    "- **价格接近均线**：保持正常定投金额（认为黄金处于中性区域，适合正常投入）。\n",
    "\n",
    "---\n",
    "\n",
    "### **3. 具体操作步骤**\n",
    "以**60日均线**为例，说明均线定投策略的操作步骤：\n",
    "1. **计算均线**：每日计算黄金价格的60日均线（过去60个交易日的平均价格）。\n",
    "2. **比较价格与均线**：\n",
    "   - 如果当前价格 **低于** 60日均线，说明黄金处于相对低位，适合 **增加定投金额**（如增加20%-50%）。\n",
    "   - 如果当前价格 **高于** 60日均线，说明黄金处于相对高位，适合 **减少定投金额**（如减少20%-50%）或暂停定投。\n",
    "   - 如果当前价格 **接近** 60日均线，说明黄金处于中性区域，适合 **保持正常定投金额**。\n",
    "3. **定期执行**：每月或每季度按照上述规则执行定投。\n",
    "\n",
    "---\n",
    "\n",
    "### **4. 均线定投策略的优势**\n",
    "- **低位多投，高位少投**：通过均线判断黄金的相对高低位，低位时积累更多黄金，高位时减少投入，降低平均成本。\n",
    "- **平滑市场波动**：均线能够反映市场的中长期趋势，避免因短期波动而做出错误决策。\n",
    "- **灵活应对市场**：根据市场趋势动态调整定投金额，适合有一定投资经验的投资者。\n",
    "\n",
    "---\n",
    "\n",
    "### **5. 均线定投策略的注意事项**\n",
    "- **均线周期选择**：短期均线对市场反应灵敏，但可能产生较多噪音；长期均线稳定性高，但可能滞后于市场变化。需根据自身投资周期选择合适的均线。\n",
    "- **市场趋势变化**：在单边上涨或下跌的市场中，均线定投策略可能失效，需结合其他指标（如MACD、RSI等）进行综合判断。\n",
    "- **资金管理**：动态调整定投金额时，需确保资金流动性，避免因短期投入过多而影响整体财务规划。\n",
    "\n",
    "---\n",
    "\n",
    "### **示例：均线定投策略的实操案例**\n",
    "假设投资者每月定投黄金，基础定投金额为1000元，使用60日均线作为参考：\n",
    "- **当前价格低于60日均线**：增加定投金额至1500元（增加50%）。\n",
    "- **当前价格高于60日均线**：减少定投金额至500元（减少50%）。\n",
    "- **当前价格接近60日均线**：保持定投金额1000元。\n",
    "\n",
    "通过这种方式，投资者可以在黄金价格低位时积累更多黄金，高位时减少投入，从而降低平均成本，提高长期收益。\n",
    "\n",
    "---\n",
    "\n",
    "### **总结**\n",
    "均线定投策略是一种基于技术分析的投资方法，通过动态调整定投金额，帮助投资者在黄金价格低位时积累更多资产，高位时减少投入。该策略适合有一定投资经验的投资者，但需注意均线周期的选择和资金管理，以确保策略的有效性和可持续性。"
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